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a16z@a16z · Sep 30, 2026 · Line chart

GPU residual value trends

a16z's line chart drew 103.6K views on X: 1.4x its typical post and #27 of 43 a16z charts we track by views. Read Oct 10, 2026.

Old GPUs are turning into appreciating assets

Posted on X by @a16z (a16z), Sep 30, 2026. Source: x.com · See its data

Why it spread

This post spread because it paired a contrarian line chart about rising GPU values with a top quarter source and a top quarter quote rate, driving 553 likes, 44 reposts, 28 quotes, 212 saves, and 103,614 views, which is 1.7 times the account's normal performance against a typical 333 likes.

What worked

  • The chart's message was counterintuitive, claiming GPU obsolescence reports are greatly exaggerated as values rise, which gave people a reason to quote and debate it.
  • The post came from a large branded source with a source line and top quarter source reach, lending credibility that helped it travel beyond the account's usual audience.
  • The framing was simple and self labelled at a medium level with medium design polish, making the line chart easy to read and share without extra explanation.

What to borrow

We could take one of our own datasets that contradicts a common assumption, show it as a clean line chart with a clear source line, and frame the headline as a myth correction rather than a neutral update.

Careful

Do not assume the quote rate or source reach will repeat for us, and do not over-read the result as proof that contrarian charts always work, since this account already has a large branded audience and above normal engagement.

Written by our analysis model from the measured numbers above, not by a16z.

Make it yours

Your numbers, in this line chart.

Starts from the real numbers of "Reports Of GPUs Getting Obolescence Greatly Exaggerated:" by a16z. Replace every number with yours before you post. Make one like this, step by step

Free pictures carry a small "Made with ViralChart" line. That line is how other people find us.

API · Max

Use this chart via API

On the Max plan you can pull this chart's numbers with the provenance of each one, as JSON or CSV, with its redraw spec, or call it from an agent over MCP. Chart id 93d959965838.

Approximate values. Our two readings of this chart agreed only in part (confidence 0.37 of 1), so check the original before you quote a number. The API marks it lowConfidence, and ?min_confidence=0.5 leaves it out.

PathReturnsPlan
GET/api/v1/charts/93d959965838Title, publisher, date, form, point count; with a Max key, the data linkOpen
GET/api/v1/charts/93d959965838/dataEvery point with its provenance and confidence, plus the redraw spec. Add ?format=csv for CSVMax
GET/api/v1/charts/93d959965838/render?view=1The draw-only view this page usesOpen
POST/mcpTool get_chart_data with this id, for Claude, Cursor and other agentsMax
curlMax
curl -s https://viral-chart.com/api/v1/charts/93d959965838/data \
  -H "Authorization: Bearer $VIRALCHART_KEY"
Claude CodeMax
claude mcp add --transport http viralchart https://viral-chart.com/mcp \
  --header "Authorization: Bearer $VIRALCHART_KEY"

60 requests a minute per key; over that you get 429 with Retry-After. Up to 5 keys per account, made on your account page and shown once. Without Max, the data route answers 402 with a link to the plans. The numbers describe a chart its publisher owns, and every file carries a license note.

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Questions people ask

How far did a16z's "GPU residual value trends" chart travel?

103,614 views, 553 likes, 44 reposts and 212 saves on X, read Oct 10, 2026. A normal post from @a16z gets about 72.9K views.

What kind of chart is it?

A line chart. GPU obsolescence reports greatly exaggerated as values rise.

Can I use a16z's chart?

Use the format, not the picture. The chart, logo and design belong to a16z. ViralChart redraws the chart type with your numbers and words, and credits the original publisher.